Summary: None of the 7 core skills listed for Cloud Engineer match Data Engineer word for word, but 5 build on related experience. The US median salary changes by +4% ($130K → $135K). Difficulty: Challenging, typically around 9 months of focused upskilling.
Data Engineer: Build and maintain data pipelines and infrastructure for analytics.
Cloud Engineer: Design and manage cloud infrastructure on AWS, Azure, or GCP. Growth outlook +23%; AI-augmented (AI changes how the work is done, not whether it exists). Typical education: bachelor. Typical experience: 2+ years.
None of the listed skills match word for word, but the related experience below transfers.
| Region | Data Engineer | Cloud Engineer | Demand for Cloud Engineer |
|---|---|---|---|
| United States | $130K | $135K | very-high |
| Europe | €78K | €80K | very-high |
| Asia-Pacific | $48K | $52K | very-high |
Salary figures are estimates benchmarked against public compensation data — see methodology.
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